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| Criterion |  UX Research Customer Journey Mapping |  Decision Making Argument Mapping |  Growth A/B Testing |  UX Design Customer Journey Canvas |
|---|---|---|---|---|
Purposedifferent | When a user journey falls apart across many touchpoints, customer journey mapping makes the experience visible as a coherent arc. Phases, emotions, and breaks become legible enough to prioritize critical moments deliberately. | When statements, evidence, and counterarguments get mixed up, a debate quickly loses its structure. Argument Mapping breaks a thesis down into its reasoning and makes visible what it really rests on. | When two variants compete, discussions quickly decide by taste rather than effect. A/B Testing checks behavior under controlled conditions and separates real improvement from chance or expectation effects. | When a journey needs to be understood across several phases, it arranges experience, touchpoints, and opportunities into one picture. It makes gaps and friction along the user path clear. |
Complexitydifferent | Medium | Medium | High | Medium |
Timedifferent | 2-4 h | 1-3 h | 1-4 Wochen | 1-3 h |
Participantsdifferent | 4-10 | 1-8 | 1-6 | 3-10 |
Formatdifferent | Workshop | Workshop + async | Async | Workshop |
Outputdifferent | Journey Map, Pain-point List, Opportunity Backlog | Argument Map, Evidence Gaps, Decision Rationale | Experiment results, Decision log, Learning summary | Customer Journey Canvas, Pain Points, Experience Opportunities |
Tagsno overlap | JourneyServiceService design | SensemakingDecisionRationale | ExperimentsGrowthAnalyticsValidation | JourneyCustomerService designCanvas |